Severity of illness as evidenced by organ failure (renal failure, hepatic failure/INR elevation, or encephalopathy), and systemic inflammatory markers (leucocytes, C-reactive protein) were also identified as significant differentiators between SBP and SecP in the random forest model and the LASSO point score. Here, CRP is linked to Encephalopathy.